{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "rafmacalaba-armada--scaffold-ai-team-into-repo",
 "repo": "rafmacalaba/armada",
 "repo_url": "https://github.com/rafmacalaba/armada",
 "repo_slug": "rafmacalaba-armada",
 "title": "Scaffold an AI engineering team into an existing repo",
 "page_title": "How to scaffold an AI engineering team into an existing repo with Armada",
 "summary": "Run init to detect your stack and set up eight specialist roles with evidence gates.",
 "who": "A tech lead whose solo agent keeps making unasked architecture decisions.",
 "problem": "Single agents guess, skip verification and forget context.",
 "outcome": "A repo with a contract, build, test, review and PR loop scaffolded in place.",
 "steps": [
  "Install with `npm install -g @rafamacalaba/armada`",
  "Run `cd your-repo && armada init`",
  "Review the scaffolded roles and contracts",
  "Start a feature lane"
 ],
 "agent_prompt": "In <repo>, run `armada init`, list the specialist roles it created, and explain which gate each transition requires. Confirm no source files outside the scaffold changed.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "It scaffolds files into the repository, so run it on a branch first.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "javascript",
 "requirements": [
  "Node.js and npm",
  "A coding agent and model access (README references OpenRouter pricing)"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/rafmacalaba-armada/scaffold-ai-team-into-repo/",
 "md": "https://dedupedai.com/use-cases/rafmacalaba-armada/scaffold-ai-team-into-repo/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/rafmacalaba-armada--scaffold-ai-team-into-repo.json",
 "api_version": "v1"
}